To evaluate the contribution of confounding factors, including gender /age/ smoking and drinking to the risk of ESCC in the Kazakh population, stratification analyses were performed to investigate the potential effect of genetic variants of LMP2/LMP7 with ESCC risk in population subgroups (Table 3 and Table 4). The gene discussed is PSMB8; the disease is esophageal squamous cell carcinoma.